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Confluent Certified Developer for Apache Kafka (CCDAK) Certification Exam is an industry-recognized certification program designed to validate the skills and knowledge of developers working with Apache Kafka. CCDAK exam is conducted by Confluent, a leading provider of enterprise data streaming platforms built on Apache Kafka. The CCDAK certification exam is a comprehensive test that covers a broad range of topics related to Apache Kafka, including core concepts, cluster management, security, and data processing.

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q77-Q82):

NEW QUESTION # 77
How do you create a topic named test with 3 partitions and 3 replicas using the Kafka CLI?

Answer: C

Explanation:
As of Kafka 2.3, the kafka-topics.sh command can take --bootstrap-server localhost:9092 as an argument. You could also use the (now deprecated) option of --zookeeper localhost:2181.


NEW QUESTION # 78
Suppose you have 6 brokers and you decide to create a topic with 10 partitions and a replication factor of 3.
The brokers 0 and 1 are on rack A, the brokers 2 and 3 are on rack B, and the brokers 4 and 5 are on rack C.
If the leader for partition 0 is on broker 4, and the first replica is on broker 2, which broker can host the last replica? (select two)

Answer: A,F

Explanation:
When you create a new topic, partitions replicas are spreads across racks to maintain availability. Hence, the Rack A, which currently does not hold the topic partition, will be selected for the last replica


NEW QUESTION # 79
What is the risk of increasing max.in.flight.requests.per.connection while also enabling retries in a producer?

Answer: B

Explanation:
Some messages may require multiple retries. If there are more than 1 requests in flight, it may result in messages received out of order. Note an exception to this rule is if you enable the producer settingenable.idempotence=true which takes care of the out of ordering case on its own. Seehttps://issues.apache.org/jira/browse/KAFKA-5494


NEW QUESTION # 80
If a topic has a replication factor of 3...

Answer: D

Explanation:
Replicas are spread across available brokers, and each replica = one broker. RF 3 = 3 brokers


NEW QUESTION # 81
You have a Kafka consumer in production actively reading from a critical topic.
You need to update the offset of your consumer to start reading from the beginning of the topic.
Which action should you take?

Answer: C

Explanation:
To reset offsets for an existing consumer group, you must use the kafka-consumer-groups.sh tool with the -- reset-offsets and --to-earliest flags.
From Kafka Consumer Group Tool Documentation:
"You can use the kafka-consumer-groups tool to reset offsets for a consumer group. This is required if the consumer has already committed offsets." Setting auto.offset.reset=earliest only works if no committed offset exists.
Starting a new consumer with the same group won't reset offsets.
Retention settings don't affect committed offsets.
Reference: Kafka Consumer Group CLI Tool


NEW QUESTION # 82
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